{"id":"https://openalex.org/W7166160632","doi":"https://doi.org/10.1007/978-3-032-29924-6_20","title":"Aligning and\u00a0Assimilating Multi-source Data for\u00a0Flood Forecasting","display_name":"Aligning and\u00a0Assimilating Multi-source Data for\u00a0Flood Forecasting","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7166160632","doi":"https://doi.org/10.1007/978-3-032-29924-6_20"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-29924-6_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-29924-6_20","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5139457346","display_name":"Kun Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Kun Wang","raw_affiliation_strings":["Department of Earth Science and Engineering, Imperial College London, South Kensington, London, SW7 2AZ, UK","Resource Geophysics Academy, Imperial College London, South Kensington, London, SW7 2AZ, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Earth Science and Engineering, Imperial College London, South Kensington, London, SW7 2AZ, UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Resource Geophysics Academy, Imperial College London, South Kensington, London, SW7 2AZ, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011711727","display_name":"Gabriele Bertoli","orcid":"https://orcid.org/0000-0001-8686-5563"},"institutions":[{"id":"https://openalex.org/I4210109636","display_name":"NIHR Imperial Biomedical Research Centre","ror":"https://ror.org/01kmhx639","country_code":"GB","type":"facility","lineage":["https://openalex.org/I34931013","https://openalex.org/I4210109636"]},{"id":"https://openalex.org/I45084792","display_name":"University of Florence","ror":"https://ror.org/04jr1s763","country_code":"IT","type":"education","lineage":["https://openalex.org/I45084792"]},{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB","IT"],"is_corresponding":false,"raw_author_name":"Gabriele Bertoli","raw_affiliation_strings":["Data Science Imperial, Imperial College London, London, UK","Department of Civil and Environmental Engineering, University of Florence, via di Santa Marta 3, Firenze, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Data Science Imperial, Imperial College London, London, UK","institution_ids":["https://openalex.org/I4210109636","https://openalex.org/I47508984"]},{"raw_affiliation_string":"Department of Civil and Environmental Engineering, University of Florence, via di Santa Marta 3, Firenze, Italy","institution_ids":["https://openalex.org/I45084792"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101622279","display_name":"Sibo Cheng","orcid":"https://orcid.org/0000-0002-2267-3914"},"institutions":[{"id":"https://openalex.org/I142631665","display_name":"\u00c9cole nationale des ponts et chauss\u00e9es","ror":"https://ror.org/02nwvxz07","country_code":"FR","type":"education","lineage":["https://openalex.org/I142631665","https://openalex.org/I4210145102"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sibo Cheng","raw_affiliation_strings":["CEREA, ENPC and EDF R&D, Institut Polytechnique de Paris, \u00cele-de-France, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CEREA, ENPC and EDF R&D, Institut Polytechnique de Paris, \u00cele-de-France, France","institution_ids":["https://openalex.org/I142631665"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087868638","display_name":"Kai Schr\u00f6ter","orcid":"https://orcid.org/0000-0002-3173-7019"},"institutions":[{"id":"https://openalex.org/I94509681","display_name":"Technische Universit\u00e4t Braunschweig","ror":"https://ror.org/010nsgg66","country_code":"DE","type":"education","lineage":["https://openalex.org/I94509681"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kai Schr\u00f6ter","raw_affiliation_strings":["Leichtwei\u00df-Institute for Hydraulic Engineering and Water Resources, Division Hydrology and River Basin Management, Technische Universit\u00e4t Braunschweig, Beethovenstr. 51a, 38106, Braunschweig, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Leichtwei\u00df-Institute for Hydraulic Engineering and Water Resources, Division Hydrology and River Basin Management, Technische Universit\u00e4t Braunschweig, Beethovenstr. 51a, 38106, Braunschweig, Germany","institution_ids":["https://openalex.org/I94509681"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082594520","display_name":"Enrica Caporali","orcid":"https://orcid.org/0000-0001-6389-3801"},"institutions":[{"id":"https://openalex.org/I45084792","display_name":"University of Florence","ror":"https://ror.org/04jr1s763","country_code":"IT","type":"education","lineage":["https://openalex.org/I45084792"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Enrica Caporali","raw_affiliation_strings":["Department of Civil and Environmental Engineering, University of Florence, via di Santa Marta 3, Firenze, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, University of Florence, via di Santa Marta 3, Firenze, Italy","institution_ids":["https://openalex.org/I45084792"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139441754","display_name":"Matthew D. Piggott","orcid":null},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Matthew D. Piggott","raw_affiliation_strings":["Department of Earth Science and Engineering, Imperial College London, South Kensington, London, SW7 2AZ, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Earth Science and Engineering, Imperial College London, South Kensington, London, SW7 2AZ, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044263376","display_name":"Yanghua Wang","orcid":"https://orcid.org/0000-0002-1044-4348"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yanghua Wang","raw_affiliation_strings":["Department of Earth Science and Engineering, Imperial College London, South Kensington, London, SW7 2AZ, UK","Resource Geophysics Academy, Imperial College London, South Kensington, London, SW7 2AZ, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Earth Science and Engineering, Imperial College London, South Kensington, London, SW7 2AZ, UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Resource Geophysics Academy, Imperial College London, South Kensington, London, SW7 2AZ, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085852399","display_name":"Rossella Arcucci","orcid":"https://orcid.org/0000-0002-9471-0585"},"institutions":[{"id":"https://openalex.org/I4210109636","display_name":"NIHR Imperial Biomedical Research Centre","ror":"https://ror.org/01kmhx639","country_code":"GB","type":"facility","lineage":["https://openalex.org/I34931013","https://openalex.org/I4210109636"]},{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Rossella Arcucci","raw_affiliation_strings":["Data Science Imperial, Imperial College London, London, UK","Department of Earth Science and Engineering, Imperial College London, South Kensington, London, SW7 2AZ, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Data Science Imperial, Imperial College London, London, UK","institution_ids":["https://openalex.org/I4210109636","https://openalex.org/I47508984"]},{"raw_affiliation_string":"Department of Earth Science and Engineering, Imperial College London, South Kensington, London, SW7 2AZ, UK","institution_ids":["https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5085852399"],"corresponding_institution_ids":["https://openalex.org/I4210109636","https://openalex.org/I47508984"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.82024882,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"272","last_page":"286"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.1395999938249588,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.1395999938249588,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10466","display_name":"Meteorological Phenomena and Simulations","score":0.1264999955892563,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.057999998331069946,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/flood-forecasting","display_name":"Flood forecasting","score":0.4814000129699707},{"id":"https://openalex.org/keywords/flood-myth","display_name":"Flood myth","score":0.4749000072479248},{"id":"https://openalex.org/keywords/data-assimilation","display_name":"Data assimilation","score":0.4731999933719635},{"id":"https://openalex.org/keywords/weather-forecasting","display_name":"Weather forecasting","score":0.4571000039577484},{"id":"https://openalex.org/keywords/data-processing","display_name":"Data processing","score":0.3077999949455261}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7524999976158142},{"id":"https://openalex.org/C183195422","wikidata":"https://www.wikidata.org/wiki/Q3409303","display_name":"Flood forecasting","level":3,"score":0.4814000129699707},{"id":"https://openalex.org/C74256435","wikidata":"https://www.wikidata.org/wiki/Q134052","display_name":"Flood myth","level":2,"score":0.4749000072479248},{"id":"https://openalex.org/C24552861","wikidata":"https://www.wikidata.org/wiki/Q2670177","display_name":"Data assimilation","level":2,"score":0.4731999933719635},{"id":"https://openalex.org/C21001229","wikidata":"https://www.wikidata.org/wiki/Q182868","display_name":"Weather forecasting","level":2,"score":0.4571000039577484},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3700999915599823},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.34220001101493835},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.311599999666214},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.3077999949455261},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3019999861717224},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.2962999939918518},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2782000005245209},{"id":"https://openalex.org/C161657586","wikidata":"https://www.wikidata.org/wiki/Q1203326","display_name":"Technology forecasting","level":2,"score":0.2718999981880188},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.26010000705718994},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.25600001215934753}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-29924-6_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-29924-6_20","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","score":0.859052300453186,"id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1973413625","https://openalex.org/W2006247014","https://openalex.org/W2042697416","https://openalex.org/W2083029259","https://openalex.org/W2102386570","https://openalex.org/W2165923269","https://openalex.org/W2480500696","https://openalex.org/W2488866236","https://openalex.org/W2563025033","https://openalex.org/W2763188212","https://openalex.org/W2772453098","https://openalex.org/W2800819102","https://openalex.org/W2899023746","https://openalex.org/W2900304936","https://openalex.org/W2960800434","https://openalex.org/W2994306952","https://openalex.org/W2995149074","https://openalex.org/W3013434849","https://openalex.org/W3042554268","https://openalex.org/W3170441791","https://openalex.org/W3198139119","https://openalex.org/W3201464281","https://openalex.org/W4285589381","https://openalex.org/W4367314630","https://openalex.org/W4390474718","https://openalex.org/W4396906946","https://openalex.org/W4396927611","https://openalex.org/W4399907207","https://openalex.org/W4400097750","https://openalex.org/W4406185564","https://openalex.org/W4408367374","https://openalex.org/W4411970240","https://openalex.org/W4413762510","https://openalex.org/W4414271523","https://openalex.org/W6964062538"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2026-06-27T00:00:00"}